diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..710eb519294b8549e453974dbba4b08fa5543519
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f88377e19aa3f70bd4203a9e2f45849445ccef44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8eedd3d8d9c27de31bbf6ab827ddebbe1f08e684
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e305af459b7927c1d2c4d15b8b4dfc667d6ddda7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4dca778524c31cece890d2feaac844f21b66096b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fea8b92ebe0a9ed774a9f1540acf4296043d3016
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..08dd957022b635848789258d664c10b6117ad852
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79a14e5822ef5c61630694e647695f9f41695430
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54525278a3b5a64aff3b6b982c589438682af9c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b4a2337dcbf723facd31a9e65a693269261b4b55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f54d0894d1f7c30846bc432737d4b8345a0c827
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..454bf7cccfda0c7454d7a795bc399fcc081fcccc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9b91748a03dde0cbe914d7f168f3d7043049575b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36287135d90e36cf9e9464412304279af5d0e031
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc6d294eb3374bd2579d2ee908b45c90fe4e98c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d171a860193501a77e88392f2546758ec1b15d60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..120355f516414dd8a32a6716e8d9499c6bf81e7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4909879a0613ea117238e234ed3d30349cfefc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..05be1e217ebd7c7c96b4bc11bfb8a6aae28e8378
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eab8c28b3d9556540cea9c14c202c5ef2c52388b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee620aa577ee48f0ff4c4bdf7004547938306690
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2edbd80503426654787502b56174f415c3151ae5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..15d0222deab5466404e5800177dcbbd463aa582f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7cb7380f86bbed97e8c01d3aad03445a7b746a23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79657583e6d4627368c70b3ce4d60330694a28d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0009.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c19ded161eff53c7e1803657d51d9492789d295c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b9fdd45415c3e9aa894dd2f41520291b9d38c62c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..46f68a46a4bb8fd1e10cef3006b078b2aa55d0b8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8294390b8507f61bf57c2b9112c0f1bc44d1aea7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc74e7b0f49135645e7cad9f6b71a700d332be23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39991465931a49024684eef68c71b599c18d1e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf1ec53fe018d812786ba9d380ea4dfafa0c160f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0016.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3509b9305f6ae30c74e52d0ebe0b45735648e39e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf1e9c9449c4735ca373c128ca6e1448467606
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5e166c2668a1406f472274151237f47af9e4955e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_bypass_exp/02_spatial/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..be32260659f7fe3dd435086df370f123ec0577b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..83db78e06858e83ae2e7200c5bb70e108cd80fd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb0fbf8ad418325c8c078bfa695c219dbf4e360f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2a21813f0a6dfdb063d346fda9fcb11722d88be2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8552bc2c14b2dc96061934d5df0f74658f4c709
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..92d21798f750ba80cb9e375b08b717840a024cb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c91d3f536e25a2f1ffb44307e757445f77d52980
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8ca28237c65aa2744b3d8a6d64014e3e9bf4f72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..42d1c09374a8ab314e2ef898c584bd4bc8a65b5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8765db519d8614542c7c34aa846bbd7e60eec781
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90a42d445bf651f16840eccd4f3adfd4f45c7dc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3b_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea521d89642fdcff8d4ff98bb62fc2c8b262c3e6
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..856380f642dc9b102c18c511cb9a81acb4d2ac48
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3a1947bc01a48cc02a72ccec70dc10595cb566fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..72ba5b0acea74beec02d3cef39c275b5bf1386c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cbd5f35f0353adc2f0f189ea7c532d6a8e381d3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f20330037872ce85bdd2bb71933517e34472551
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..223da4a41ab00a5006e7a15a497ae513a330bcd4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a261233829340614811614390f3a545df29ab054
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b32d7816cc1ee12d981c4c75a2591ff80f03c4a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..23a8c4dda7697b495eba77c6fc847bb26e7cd7fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74ba5fd8bfb4bc9dead52788f4027a9764dfb921
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..58d93b8e0ee03f91a563f0986edf13fddced1c00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e2bec97f778fa56ec2222d43e51f7feb9de712d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5e062bd5a64b6887a2fef34ae57dadc92fe86421
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0007f236292da6f9e2916a5feb742e2d19ef678a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ccbd4aaa0ec7fd04ae2425be9211bdf34461fc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4512335e32fc306b07de598ec9c61743e37dd9ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a251cde6cb386aef925abaf313e0f874e8775a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2a7f3708b4a941fefc3e949bb5dbf0f471c4319
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1960e5fa1f6a90c66c1d41fa1dba395da2f36a4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9cd3cb6eb33fdeb602987e9525f0f7257c4313b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0020.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed19ae6b70fbdd34a0df259944a3eff94865a854
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0021.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc648346f434f8cddb17cf52e1654c6232968824
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0022.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0022.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ffad140499d1e658e50841ebeac51adca9be54f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0022.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0023.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0023.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c60a8af003d9aa9d97928c6d4e02e3feecb683b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/01_classwarmup/val_predictions/epoch_0023.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d0e84bb6c1e6704c27d0496ef64110af809539d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c48f390b7cdf495f8f38a4bfa90196540556b66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4d428d6813f087732f850163e22207fcb350f8de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8bbd47a5c8ae51ef71c5b7328ac40993d670fc19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bce386e6a37f3165491f9d70362b5cf3ba81a524
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0004.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2c9600a0fa0db1bc22283b28ce4ffdab60ab56b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8a439b32c1fadb59a7b6aa9620797a813dd4fddc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a44ff1b333ad68c2bb17b4e90e6bb57aae103c2e
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1c55b7db47097d738cc7d364fd9e8a394cb4c13a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..589eb63bdf4b6621ff3eea191f2e7df0b17f2176
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf066a435ec701376d071e3b6e8892ef3a95e382
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..23c3678e085ae94a0c2211e1996ca3b3a470e186
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e1880029a266aa82d0e384df8161cf1f7baca9f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..049b89bd0a8bc673fdd191177fbf0c5a9841ab8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..622a446f93033701770c567e02aa0af4d0cb119c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..214304c00302cfc28fb8f8526956577ad0d63193
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1545b2a169917df881c6523bea8a06a1d8a85ea8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0016.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d099c8ae6cedbb9c8e3082554c6e8136415553e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5efdde8406a8d849995cbe25c73a0caa6f61e0ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..27bb95b2cfb9d2800cd2ac970722956fcefa0744
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5_exp/02_spatial/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcc668eb44115185efb4ac1e94a903b3bbd905c6
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,3,body_sound,-153.896,-52.022,0.906,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2402a3d1ed67ca3f7630d1b531d47a69d89c88fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..131a1aa26b6bb375e9147914f8c3cb753550c55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c681f2b9cfbe92051a487e1e5bd297037c8a4b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e5f42eb20ca72c7ecc5131cdc4ed1fea5270631
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39e86681e9093bb14db4826c0abdc42fd958c5eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..705c7f3f68455cf3df4403fab50e7eaa70d5aa45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8029d246517ce548fab89ed780122f836909673
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a308ebef39801f716685cd6bcb9e37b97ee7fdf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..04abee08661a9b4c8dd83553fee8066c3c1c74e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9dbea20d7dc70b8d8f0ddd6daf227997a676c542
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2748b6d29a9d551f8b4c580610d0c24563d4400a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a03660f4bc2bed51fc2e186851e24236a8f632d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c01490053af9cf190d244deee8832b88ad7b95a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11afa4042ae931a2ee1423d9392caa47aa293b48
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c59665a071d2cabaa00f009dd389bc1cb32db1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,1,string_instrument,-41.991,6.244,1.138,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9323a54751c3a08064b9a6b4dbe2096cc0eec725
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c972e9f9cdf28eb1612dc52c3afe62ae2444fae9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21265ea4f75163e3d50d50cf4bcbe3b61c1f8291
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d673a991b38c0cb3cdd12a417b4d6564e7bc2f0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e0a9348d14c8ce2fce4c16318de4b47afdc74a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7b33fa6a1e1847839b3ca8ed24d3a456dd47cc3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41505856e474d3b69fe481442571c9363fef3ce1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8c5eb3cc798b9bc894609d63dd1c3166b6f466d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43e9c70173371e0652bd28107715843596669284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c698ef6f0ecbd90425f2ffea62904e66175465b8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30b56138911d679c4c22da422e7ddb7e93681470
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..183669603db51c2b7f6b04923e8c901ad4c53c7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1820981133c3bd827314ba5aa81a28f493c81ee4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3ce941926b8804148da5e2bc2727f9e07546ef9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1060ff9a0cafce1a547d09a6cc1e04ad7da5c118
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b15150f41b816c4488003659fe8320aa3af23054
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a7f0d5869d69d22ae52faa9d87878008a0802cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..503d9759a7428680f57bc2d2ab462a51e9f216db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ea91602cfa29b27a0efe96652398c2b79c65dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cbd2586d75c965b82f1c4c7de6cf304f1a3aa5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05ffe340fb026f009d21693674453c75f40bf403
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37a325094e1d2ee0515a3f879e0f5342884e006b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb32acfd5c134a3dd5ffb8574b6ab9fb7eb7c869
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffcecbd585550360294dfbc8c1e6780ce786b514
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13b61e31adae41156c82ce9a6798d252a394b769
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0e96b763ffe36a06648a8e7b766e8cadd4b9e98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..240e235c3d49709dbe1886ae17011de2dc9a0ddb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78f5440c4163946dce9b6d2d105ad68e588d57d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4af806797e3a388ac33b3968fec6b83f2f13d283
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d784528d1d6ae8f6ee7fd14ecfe9c6b09d0792f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ac611ef941dcd3561bd1ae9995050a41997157c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a5e8d2c7ee6fb4ee0d3d39833022be265d8ba7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f44c9e8671e54ba2932def6d6ade91726f3ef7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c973dc59f5133c8081bd54b1e346ba1f12df0fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d829d35a8838f4bcc517d5a173522cf046b3151
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8b38cc67e46980a5ed879f3122db7b5dd027b33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f60f593c885294d8d6b2b34017ea6bbc8f421d6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4c1742d8f3028f6a7adf94703876018e48325d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb86b5d52d0568e1b4cb0320c39dd263089adda1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84bf11d1c6edcfa6a960acae04d5cd929e30aee3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40a88bb8f6260183836776e71ebabde18fde8429
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..371c709e02fe75530d8e76600b1458e834f95646
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4f52a5dd7847c73638a446e96bcd7e2022e0fbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000000-foa__132991", "track_index": 1, "time_index": 1, "gt_index": 0, "gt_class_index": 41, "pred_class_index": 41, "gt_azimuth_deg": 121.2662582397461, "pred_azimuth_deg": 106.5208969116211, "gt_elevation_deg": -42.34892654418945, "pred_elevation_deg": -40.869041442871094, "gt_distance": 2.3379604816436768, "pred_distance": 2.3502066135406494, "pred_activity_prob": 0.5390625}
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15675df2b07aab46bdb0fdf7b97c0ec28d848658
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d353143f15b8adfc7c02d378db7b63302faf4c56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..185e36f6ff63464fa4c827c6fcb953a721f7dd59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78c442841dbfc3137019bf0d32ae501df1dff2ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d58ee32247933ed4850546e5ecdf8b16f78e7789
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..657d57e583655ba78147a4ef4fa546e1a02ce5a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52a56f362fad1264eb5a5124baa9538e549a296a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+8,3.2317,0,25,wind,-132.377,-5.358,4.594,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38abedefab142964b4b44d7482e502879c8f57a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ab6c6aeef0120526db869ae4922d7d9d0438c3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e909df9496348f5ffe821f94ee9ed0537aaaf1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e38374f5b1b50de93843cf1f621e5c06dbd08273
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db0a37c08a15eea4731a4b9274036f3d782acf1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e50c831632f7fadbe41344d39feb06b2f5f17f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d062fe305441c2a7c0feba5e7c01e868d072160
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..779538a04dafb0a46d431d5523b1962dc0e80e74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bba1effc13346f40a757ab853c359df7459a0d0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f58b43678ffb5a14150f69bf52618416ddf70e9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a3be46b19d307e6c2245056d61701b5e372639b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3142620c6ebcec56331bee78fef0777c1aa5052e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3884212da0e75daf584915a0eeaf046df31f10c7
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d55a26f508fefb7971c9995b5c7d861cfb9902ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dce150cb4cd9f3ac8d37f55c7fdb8e793d4f98b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6913e66667023e7a0c6744249080c4137fe1c8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccddc673c315810ce4171c3639a7776c75468ec1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfa82ae663e8822dc1869a83d29f295e5924e275
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73a5e3347da9043b616b333469512dda00c88be3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..476505d4c2205db4dbf9cda9063bbc5c84a4b684
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f969f111d14f46856f20bce237fc59a3707be1dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5f6cae2d2be16e5e5b4ab11288334c0f40f7151
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d20f9c598ff97477f4576f7b8f67437d7f26b1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97208daee676ef6364b2bc462db304b185552123
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86c0f799b526f3dcd99f2dbcc05413885a5e5734
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c5f16ac9632e44707a70124dd75f626d6bdb9e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fb9de69bed7de7190572a5b35d4b245457d3b6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88b99372f3c388b5690ed34694528de41635120a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68b656cdbc03cc8309c55c209b57bcb44370ae5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b557a6e2ff0e37d4f1c875b6afe77ada230b36c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d1cc263db11af4d184b98c7ca27aa85e833bf0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2667307144d9c7dc6a4fec49e53400714a156064
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a26ad40009fae4146f6353beff777843ae4e9780
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0267f134393753dff103cd8d8e9fec17d78b920e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d799d2e77743a30bee04a9f1470fa6b8eaea5ce5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e45e9cbdbf5a873e71ff79c282b7fb9047d41397
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..541bdcf28a4a7ce611d05ab65518f4efd6ea8c59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a9b4acfce4b7cc060faf086fa6c2c31bfafdf60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd18cfa07a7f08163b98159024e63bf03d0338b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
@@ -0,0 +1,189 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0531850723036bdd1ff1c3a5160e340b44100ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9982f29b18373932fe86f018122fd824d28ec3ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..99878706d554e18df04449853ee4d364e16dac94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50006187f4d83e2c6783b02da339bb1b67791fbb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb4ebbee931324f69b5716f168e8db48096e6c6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a33d41d7b136dda953cc517b5a9210cb8c054b3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4d757c03dc3e33cf738fe16385bdec1dad603cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e30a9115b81f4031172fa1711bb02f8f989a07df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d4c7197944632880799784e23f801d163cd1270
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df870151a1bab6938d94deac5d1269e3f15dc0d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08ba570ce6b5d5ffd29be65be3d4b80920fc489b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61b2684337c9bfcbd52f451be82f360b929d88a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..974748b7e7f5f9afe4d7dd8b427d64d219dce211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5619d869c84eb4fbca6f066f0b19d40274d4e163
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16f2c85e7134ff383005371d4df3e9572c7fea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c6ee760538aa56cdb165fc1d8672240749a8260
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68332831e548b5e30992204ee9ba6ddfbb57e8c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc97c65e76b02ee877caf09e889d30e3f8c30cfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd398367497dc34de39b080d61cc59e4bc928330
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..399ee622294c37e25c1e84161939480d1926a91f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64dd8b512dda09b881e8afe19c7ae9c152c86092
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45e82ff5559add6b4a900270d209a08e81499af8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
new file mode 100644
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--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b08926f402520085a9f7cc9867b3336232d5869
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..974a4c368479b70707c4f53b90d463759383551b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cccbbc7d2e31cbfd88ad00d35ae4d9dcd48fb56c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1fd3024183f1e2b7046e7c7213908bdcf43d7cc1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c4b1ac4af2e5b4f4cc6cb33ecb2520279ec8eda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d51442dc64ceb8ddeb953a2bd8c9d7eac3a075e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9af0e80669806989ab46bb1c5f69e0bc0a6ef5fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..932ac9d21367070846c3bb44b98b3e1676b291b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..515fcbb0d7b122b18507c5f04ba7ac6d7ef28e95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9215e3bcb1981e23d9781d2303792cdb3163c500
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccb2922ae36c94301c9bceff95e27b2641263510
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4815d0106e730d7f5c8322b643ef62a7a8e97501
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64b6777372e43ed6da032ceac68d1096dc05a390
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7a03ded1707a12b3a51d767284a5fc48e899b2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65d759f4f49f35513b7cd68ab94066b851f1670b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..117b82247d83dd533bf2acb6263b51c983c140f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3dce9277d139819abaa3bcefea6d8d779045cafa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7956125e44aefa27b1fde4c3007c03146e3b800a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..822b6fcd068e5a7f58a4616df7cfe607f18e2c24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91d96804b11d78ea2557688c01e471f119221b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ac3a1c8a2446659d92ab5a517201ecabc4b6a5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b434b92a7402a4f789306962baeba87dab81ff6b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02b778c1892745ef062874bea1134ba71e3a2ee2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2ce158c7eeb6dfa1ed9d72b602a8ab36a8a18f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04463cbaec1c3f73a754502f355b60150ae70d8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4806c255d8618239c58058a096360106ca692924
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3d277a46961a587803e94d82c0c101caa0efc62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..918f1b32c4fdd3c8aa39c841c6b430dfc75d9685
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f057959b3c25cd6f462aa1ea9c9f0a4c6a9811a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..68470235950023908a213e032a4e2a54649252e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..788d6e90a3b1f55bc77c4f2b7d7cb0bb2f600734
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d54b1a25343bb39cf6d329531867ecaf7dc5c5bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bede6973cd7a6c907897bbc36961705f028bcf36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b79b37dde2c76405abeed3b586a2dc9c332a2666
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32a706bd5699549c645c91da6aa5d50a78e735db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99493e80c533a265e077d766364a127a5e6db30d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d871c6306ec64b8ff7c7351ef32623ec7ec1ba5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3aacfcdb8900f019f54b46d361f42b4f219ec9e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65088cd5d587ec75e77374af75deda931dc0cbe9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc3dc55bdafa8443dec588786299921441072211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ee65b3a82a8e24e1ce49aa142b4f72b8c2c2069
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1e50333013cf9370bbcc18fd39fccbd285161b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4094401bf13695de66a1c5b639e35c67345385c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0019e489a272affa27fb003e80e897ce3dccea49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e2fdea1d15417ecd7268afbda4b519f1e8c84f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bae11c3ca86c4c1a4764f94f8006bf4d568741be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bc382a79a525373ba2afb873db620c307768b7b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ba3eadb819741b682cecb77971ebf31ce59f7de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7db377e0b150db76988cb7e720ece85596b180be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39cade240cdcfc02c990c3c81ddd7b2f63ec5afc
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2c63f53e8dafe780a114a46c9d38ff88a2a73d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02aac4ee1927ba8a17dfdfd56ea3b6fcc54e20e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f21ced6a0835e772d285695ccc77ae55b8828ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1160856ce1529952b812e59218a10884ebe0e7e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fb094953fb5efadc0180355ec20e8f79d7db0c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86e0dacec87c148f37e17f93f59a068144bf3547
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84d2af099dc572d89d7c79a7591702ab1ead5b39
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bee44eda0de15132c7bf9a4b99ebb1b160f0ca38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..124c057aea3dc27e1e9025740d94d6a99b278739
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38e676898ca731dfecf84868bc145502de37f130
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f6b486f044be800fe72d61e52c9c567f3f4ae3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ebc8e52e7c81a2a346d91422ad76d0f61bbb052
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..093d836576e08ff4eac76b0e5110a00d82748815
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e03f43b6369b7112299546e21dd0ad8a20c4e124
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a8dab9f30959d48f7c50ae4a29a6acb89e76aaa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9338ab002f90923e22ea84f0fe83658bb38d8739
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..493966f33c4d43ff47465066edc53d391ddb65cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc82081a6f504056ce178098576c5402e01ea804
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e0611208ca642695534eef0157e70edfed8e202
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a8a2186f4c9d8a5c61085731e44dbc9be6148d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..277187188710a6fbcd212da3cf103b5044a2f27d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6185934772cae73a919cc3ff8c5e7cba305234e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..252fe02df9bfe4eabb96a81377e7d930ef06643e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f95adca5c94fa7278464696f6de6f5b5d87527b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d2863139f7efe05aafcd2fd2bf56d46f1501eb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6405d958ce985719cc25b565607cba2dd7e97127
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9107e12ec43596f05003516f8882287b078b0d3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da30442dbe947aeee4f7b4e2c72b0f300e2497ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..578b98e33ead9db300ef45b7bdfd3a9ee001ab11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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index 0000000000000000000000000000000000000000..34795803c2a8d42948a739f91af6477f1515b3ce
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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index 0000000000000000000000000000000000000000..f9e09a908342c5a9ca24ddab49589202b55aa8f4
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..920c5d8eef4ebbfbb2967cecbf54373e54239601
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7d46643870a91017d7cd22ea854389bf89f1f93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fa0decd42b8200d0f6a8c1fcb4090a91f3ca5bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0cb6992411cecf11cf27fa9981c5498f3b2d4af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0380fcfe32c5918d68f9286eee272df946a04999
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca2133d3602bac2529b2d8fc73e3170566aad112
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6691530f27102074307ed9b27a8f5e0127f5c7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d33b0c1d3bf0ab94ff6a38d448b486123faf25ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a4cc9542e4801118d5c8bf37e5978c074643b60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25796b9c4d657bef7f5021dd08f22437952d965f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d80b17fb0fb12bb8afdee9046c2b3ce2e87641ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2403510445e999f1756b3247cf57ceee029c88de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15691a76acef7a5d01668e3383ab68f2b175f4f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e39074ec51fe1bf24fd4e07ff35ba3ceafbe3726
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67b73274f8532b98edda6e25a9725b27e530576e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1751d532723311ef6c7612903083148c9b8197a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8658fc5fc9abb427a6060578f532a547b44b706e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..106a638197a75772b5f12b184add666be736b0e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cdf8d0de49b48310e57cda8fab9c4a2eafce29a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..deaa8cf52ef5ad647bbfb4de8da0101751a1cdfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3784b18c61d35f13622827a6fd318eff86110454
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c2887cbdb8b1672af140127246bc25dee0528a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69cba5aa1b894dc66aeebec0350cc914063a5061
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bff7322c988a79b8afce361c578e1daee456135b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1331ad3bab5db7b777da51eef9404a3cbd00791
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e3c79e35e986d18397964193476bd876f6cf517
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e6bac0236b4f9f921d5d5f03067c31e6015cad5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,55,aircraft,59.982,-21.599,3.535,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f16ad5f3758c2c45489fc283e9063d3d5fdc344e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8e39d6f8aba1975eabd53ad573eddcb0c0489ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0e0610a2f9a2b9a16afea8e7f41357ff864b568
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fab2bd93dfa1bab79120943065b40d51331ec558
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e51afd749010c7da416e9cf50a91d7c1e99934eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c55495603be809ddb48b9194de1a3273839fe85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e98d05e837e6362039d00ee8de41c8a1a16e4348
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a1cde98c700e928472a84a2c51fee9fb32f4856
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e699b99b07fb6feaeb8cbb328197ac290e80ddb2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a7d7bef2293ac6c605a9b31fa7190ecf0cf89ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c5cebae6b4835d9a91f3105f2d6a88956d072b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..243c11c1527eb1f83d9ec06406cdaa1655eb827c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfe4c6069e786c7fd5d9946325d513301e7cecba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14b54bbc01644f0a00bd4fb09d275bde16b9bfd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99507d66622fabcd4e6cceba359860db6b8441f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa06a29583ab376f2942ee2a9ad78fe97f31a6bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52dba336b9e65c85e6472e45f0ecacf748de52d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2215659f3578e2bba6a926190a91525e2bb5481
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e5505b7a04d13f901bf7cc0f4c3dbec0c3d388f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5d2d54f75d5af9da25518dfc4d9c0b1151d002e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0db4470a5d2b5bea67200bb67df6371f0d955d7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7k_real_joint_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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